Gradient Boosting Decision Tree-Based Method for Predicting Interactions Between Target Genes and Drugs.

Xuan, Ping; Sun, Chang; Zhang, Tiangang; Ye, Yilin; Shen, Tonghui; Dong, Yihua

Xuan, Ping; Sun, Chang; Zhang, Tiangang; Ye, Yilin; Shen, Tonghui; Dong, Yihua.

Afiliação

Xuan P; School of Computer Science and Technology, Heilongjiang University, Harbin, China.
Sun C; School of Computer Science and Technology, Heilongjiang University, Harbin, China.
Zhang T; School of Mathematical Science, Heilongjiang University, Harbin, China.
Ye Y; School of Computer Science and Technology, Heilongjiang University, Harbin, China.
Shen T; School of Computer Science and Technology, Heilongjiang University, Harbin, China.
Dong Y; School of Computer Science and Technology, Heilongjiang University, Harbin, China.

Front Genet ; 10: 459, 2019.

Article em En | MEDLINE | ID: mdl-31214240

Palavras-chave

class imbalance; drugtarget interaction prediction; ensemble learning; gradient boosting decision tree; path category-based features

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Texto completo: 1 Base de dados: MEDLINE Tipo de estudo: Health_economic_evaluation / Prognostic_studies / Risk_factors_studies Idioma: En Ano de publicação: 2019 Tipo de documento: Article

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